hateful - Story 61456 | Emotion Vectors in Gemma4-31B

"You lied," he said, his voice a low growl. The words hung in the air, thick with unspoken accusations. His adoptive parents stared back, their faces a mask of confusion and growing apprehension. He’d laid the DNA results on the kitchen table, the scientific proof a weapon of undeniable truth.

He watched their reactions, savoring their discomfort. The veneer of their perfect family crumbled before his eyes. The years of carefully constructed relationships were now hollow. The thought of all the lies was like poison in his veins.

He would tell them the damage they had done. He would show them the devastation they had caused.

Emotion: hateful

Cluster: Anger / Hostility

PC1 (Valence): -1.71 Negative

PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion hateful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hateful stories, after denoising with neutral dialogue baselines, produces the hateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hateful vector is projected through the unembedding matrix.

Promoted:

`C`	0.553
`S`	0.367
`retali`	0.313
`aggravated`	0.310
`恨`	0.308

Suppressed:

`la`	-0.334
`own`	-0.310
`optimistic`	-0.270
`been`	-0.264
`gradual`	-0.262